Travel Time Probability Prediction Based on Constrained LSTM Quantile Regression

Table 2

Effects of rain during morning peak on the 90th percentile travel rate.

	Clear	Light rain	Light rain (%)	Moderate rain	Moderate rain (%)	Heavy rain	Heavy rain (%)
7:00–7:15	5.762	5.972	3.6	4.82	−19.5	5.382	−7.1
7:15–7:30	6.092	8.157	33.9	4.529	−34.5	5.641	−8.0
7:30–7:45	9.187	10.447	13.7	4.961	−85.2	8.775	−4.7
7:45–8:00	10.436	10.914	4.6	5.61	−86.0	8.169	−45.6
8:00–8:15	10.329	9.75	−5.9	5.233	−97.4	6.7	−54.2
8:15–8:30	8.957	9.698	8.3	4.98	−79.8	6.798	−31.8
8:30–8:45	8.869	9.067	2.2	4.966	−78.6	7.029	−26.2
8:45–9:00	7.164	7.686	0.9	4.572	−66.5	5.918	−28.7